Event Detection in Football using Graph Convolutional Networks

24 January 2023

Papers citing "Event Detection in Football using Graph Convolutional Networks"

25 / 25 papers shown

Title
Camera Calibration and Player Localization in SoccerNet-v2 and Investigation of their Representations for Action Spotting A. Cioppa Adrien Deliège Floriane Magera Silvio Giancola Olivier Barnich Guohao Li Marc Van Droogenbroeck 58 58 0 19 Apr 2021
Temporally-Aware Feature Pooling for Action Spotting in Soccer Broadcasts Silvio Giancola Guohao Li 55 45 0 14 Apr 2021
SoccerNet-v2: A Dataset and Benchmarks for Holistic Understanding of Broadcast Soccer Videos Adrien Deliège A. Cioppa Silvio Giancola M. J. Seikavandi J. Dueholm Kamal Nasrollahi Guohao Li T. Moeslund Marc Van Droogenbroeck 82 153 0 26 Nov 2020
SoccerMap: A Deep Learning Architecture for Visually-Interpretable Analysis in Soccer Javier Fernández L. Bornn 52 29 0 20 Oct 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 437 13,108 0 26 May 2020
Benchmarking Graph Neural Networks Vijay Prakash Dwivedi Chaitanya K. Joshi Anh Tuan Luu T. Laurent Yoshua Bengio Xavier Bresson 493 950 0 02 Mar 2020
A Context-Aware Loss Function for Action Spotting in Soccer Videos A. Cioppa Adrien Deliège Silvio Giancola Guohao Li Marc Van Droogenbroeck Rikke Gade T. Moeslund 65 81 0 03 Dec 2019
Omni-Scale Feature Learning for Person Re-Identification Kaiyang Zhou Yongxin Yang Andrea Cavallaro Tao Xiang 88 832 0 02 May 2019
DeepBall: Deep Neural-Network Ball Detector J. Komorowski Grzegorz Kurzejamski G. Sarwas ObjD 56 21 0 19 Feb 2019
Fake News Detection on Social Media using Geometric Deep Learning Federico Monti Fabrizio Frasca D. Eynard Damon Mannion M. Bronstein GNN 99 469 0 10 Feb 2019
SoccerNet: A Scalable Dataset for Action Spotting in Soccer Videos Silvio Giancola Mohieddine Amine Tarek Dghaily Guohao Li AI4TS 102 197 0 12 Apr 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 481 20,233 0 30 Oct 2017
Light Cascaded Convolutional Neural Networks for Accurate Player Detection Keyu Lu Jianhui Chen James J. Little Hangen He 54 27 0 29 Sep 2017
CayleyNets: Graph Convolutional Neural Networks with Complex Rational Spectral Filters Ron Levie Federico Monti Xavier Bresson M. Bronstein GNN 185 659 0 22 May 2017
Neural Message Passing for Quantum Chemistry Justin Gilmer S. Schoenholz Patrick F. Riley Oriol Vinyals George E. Dahl 598 7,496 0 04 Apr 2017
Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling Diego Marcheggiani Ivan Titov GNN NAI 80 833 0 14 Mar 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 485 22,143 0 09 Dec 2016
Interaction Networks for Learning about Objects, Relations and Physics Peter W. Battaglia Razvan Pascanu Matthew Lai Danilo Jimenez Rezende Koray Kavukcuoglu AI4CE OCL PINN GNN 545 1,412 0 01 Dec 2016
Geometric deep learning on graphs and manifolds using mixture model CNNs Federico Monti Davide Boscaini Jonathan Masci Emanuele Rodolà Jan Svoboda M. Bronstein GNN 421 1,824 0 25 Nov 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 802 36,892 0 25 Aug 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 365 7,671 0 30 Jun 2016
Convolutional Networks on Graphs for Learning Molecular Fingerprints David Duvenaud D. Maclaurin J. Aguilera-Iparraguirre Rafael Gómez-Bombarelli Timothy D. Hirzel Alán Aspuru-Guzik Ryan P. Adams GNN 223 3,357 0 30 Sep 2015
Fast R-CNN Ross B. Girshick ObjD 312 25,081 0 30 Apr 2015
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 603 12,741 0 11 Dec 2014
Spectral Networks and Locally Connected Networks on Graphs Joan Bruna Wojciech Zaremba Arthur Szlam Yann LeCun GNN 230 4,884 0 21 Dec 2013